HomeInfer the future only you can see.
An agent for every employee. A connected view for leadership. Your experience, data and decisions kept under your control.
An illustrated story of European knowledge, sovereign AI and the proposed Counterfold platform. Text is in English; the opening Heine verse is in German. Music is optional. Product capabilities and pilots are proposed; demonstrations use fictional data.
„Ein neues Lied, ein besseres Lied,
O Freunde, will ich euch dichten!
Wir wollen hier auf Erden schon
Das Himmelreich errichten.“
Heinrich Heine, Deutschland. Ein Wintermärchen
Leibniz sought to make reasoning verifiable.
We connect knowledge to infer what may follow from our decisions, under explicit assumptions.
Europe must develop and control the tools to do so.
Leibniz, The True Method, c. 1677. Our modern interpretation.
59 in the US. 35 in China. 2 in Europe.
Selected notable AI models released in 2025.
European leadership requires the ability to build.
Stanford AI Index 2026, Figure 1.1.2. Epoch selection, as of 22 April 2026. Europe is not the EU; regional attributions may overlap.
We are building a platform that connects an organisation’s knowledge within defined access rights.
Evaluated models and agents, governed by clear permissions, are designed to improve productivity.
Proposed architecture. Full client deployment and measurable benefits remain to be validated.
Phaethon loses control of the sun chariot and falls into the river Eridanos.
Eridanos connects authorised sources, revealing their origins, gaps and contradictions.
Proposed client capability.
Ariadne gives Theseus the thread that leads him out of the labyrinth.
Ariadne connects customers, resources and rules in an ontology: a shared model of their relationships.
Proposed client capability.
Polydeuces, son of Zeus, shares his immortality with his twin, Castor.
Polydeuces unites commitments, capacity and risks in a verifiable digital twin of the organisation.
Proposed client capability.
Icarus flies too close to the sun on crafted wings. The wax melts.
Icarus compares plausible scenarios under explicit assumptions, making uncertainty visible before we act.
Proposed client capability. Scenarios are not certain predictions.
Solon, a lawgiver in ancient Athens, sought to order civic life through shared rules.
Solon is designed to coordinate agents, models and tools within the client’s access rights.
Proposed client capability. Sensitive actions require appropriate approval.
Planned: all software and suitable local models run within the client’s infrastructure.
Agents for each professional role use authorised sources.
Permissions remain separate. People remain accountable.
Security requires technical and organisational controls.
Our aim is to deliver complete analyses to the people who need them, with less searching through dashboards.
A decision twin would preserve authorised decisions and their reasoning to inform future cases.
Planned; still to be evaluated. Current leadership retains authority.
305,527 enterprises in the EU, including 1,148 in Luxembourg.
Each with at least 50 people employed in 2024.
We target organisations with complex operations and sensitive data.
Eurostat, 2024 data, published 30 September 2026. Potential market by enterprise count, not a revenue forecast. Public administration excluded.
Eight public demos illustrate the vision.
A planned paid pilot will compare time, quality and total costs against a baseline to measure business value.
Fictional operational data and rule-based calculations. No live AI or connections to client systems.
Prometheus brings fire, numbers and writing: the means to understand the world and preserve what we learn.
European leadership begins by building this future ourselves.
A modern interpretation of Prometheus Bound. counterfold.com · info@counterfold.com
One question. The whole company behind it.
Follow one fictional order from a margin problem to a verified outcome.
We build a connected system around the way your company works. Start with one important decision. Extend it as the evidence earns your confidence.
Give people an assistant that knows their work, can use authorised sources and prepares useful action. Define what it may do and when it must ask.
Configure an employee agentEach role has its own scope. Department agents connect dependencies; an executive view traces an issue back to its evidence and accountable owners. Expansion follows tested usefulness, not a licence count.
Understand the architecturePreserve why a decision was made: the alternatives, trade-offs, exceptions and later results. Let staff consult approved experience when the founder is unavailable.
Try the decision memoryA decision twin is an authorised model of judgment, not a copy of a mind. It must distinguish precedent from current policy, show uncertainty and escalate unfamiliar cases. Fidelity must be tested on decisions withheld from setup before consequential use.
Understand the architectureTrace a board-level question into the work beneath it. Compare consequences, approve a course of action and check whether the promised result actually happened.
Follow a decision into actionConnect commercial, operational and financial assumptions. Approved actions go to named owners with explicit limits. Actual delivery and costs return to the decision record. Automation expands only within agreed authority.
Understand the architectureLocal hosting. Models adapted to your work. Control you can verify.
Explore sovereignty and model choicesYour margins, methods and accumulated judgment belong at the centre of your AI strategy. The choices you make today determine who can access that knowledge, how it is reused and how difficult it becomes to move. Control must be designed in from the first deployment.
Give employees a useful, approved route now. Preserve the ability to change models, providers and infrastructure later.
Agreed data boundaries, access rights, retention, audit records and export paths. European or on-premises hosting where required. Local model options, including suitable Qwen models, assessed against your tasks, hardware and licences. Retrieval supplies current facts; fine-tuning can adapt behaviour. Neither replaces evaluation or permission controls.
Each layer has a job. Open it to see what it contributes. Role agents and decision memory work across the chain.
Eridanos connects approved systems, documents and events, preserving source and access context.
One traceable basis for the work.Explore the productAriadne connects company definitions, entities, dependencies and operating rules so teams reason from the same picture.
A shared understanding of how the company works.Explore the productPolydeuces connects the operational picture, scenarios and decisions so leadership can examine dependencies and follow results.
A view from the decision to its consequences.Explore the productIcarus connects choices to financial consequences, costs, cash timing and explicit assumptions.
A business case you can inspect.Explore the productSolon provides the controlled model and agent layer: role scope, tools, deployment choices and evaluated adaptation.
Useful assistance within defined authority.Explore the productConfigure an agent. Retain an approved principle. Compare a customer change and release controlled work.
ExploreEnglish · Operations demoExplore operational choices with fictional cargo records and separately labelled public signals.
ExploreEnglish · Finance demoInspect evidence, financial scenarios and decision controls using invented financial records.
ExploreFrench · Government demoExplore the government workspace and its labelled public data and scenario boundaries.
ExploreThese demonstrations show specific interactions and calculations. They are not client deployments or live employee agents.
We will map the evidence, owners, constraints and value before defining the deployment.
Your proprietary knowledge is a strategic advantage. Put it to work with AI, under your authority.
Explore what this means for youYour proprietary data is your moat.
Your decisions. Your expertise. Everything your competitors cannot replicate.
You need frontier intelligence. You should not have to surrender control to use it.
Counterfold brings AI to what only your organisation knows. Connecting evidence, revealing consequences, turning knowledge into foresight.
Under your authority. On your terms.
Counterfold. Infer a future no one else can see.
Explore alternative delivery paths across housing, mobility, schools and health services. Trace how budget and timing assumptions alter pressure on the wider system.
02Explore compound shocks and work backwards from funding or mandate limits. Compare feasible responses across entities, timing assumptions and available liquidity.
03Explore demand and delay scenarios with Icarus. Compare workable staffing and scheduling options, then prepare a shared operational plan. Clinical and operational leaders remain responsible for care decisions.
For defence, intelligence, security agencies and law enforcement.
Start with a scenario and the systems involved. An initial conversation does not require confidential data.